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4AI Systems develops AI-powered perception systems for rail networks, with HORUS collecting data from cameras, navigation, accelerometers, radar, and more, fusing it onboard in real time to create a situational picture. HORUS detects and classifies objects and hazards in the rail corridor, compares live data to reference infrastructure, operates in all weather and in tunnels, and continuously learns to improve detection. The platform aims to improve safety and efficiency by enabling real-time decision support, integration with existing back-end systems, and features like corridor intrusion and location/route assurance, along with hazard sharing across rolling stock.
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